Advanced Learning Algorithms
Completed by Yu-Hsi Joy Chen
February 19, 2025
34 hours (approximately)
Yu-Hsi Joy Chen's account is verified. Coursera certifies their successful completion of Advanced Learning Algorithms
What you will learn
Build and train a neural network with TensorFlow to perform multi-class classification
Apply best practices for machine learning development so that your models generalize to data and tasks in the real world
Build and use decision trees and tree ensemble methods, including random forests and boosted trees
Skills you will gain
- Category: Model Training
- Category: Random Forest Algorithm
- Category: Regression Analysis
- Category: Logistic Regression
- Category: Deep Learning
- Category: Supervised Learning
- Category: Machine Learning
- Category: Model Optimization
- Category: Model Evaluation
- Category: Transfer Learning
- Category: Applied Machine Learning
- Category: Machine Learning Algorithms
